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followers: 44.0 following: 15.0 repos: 8.0 gists: 0.0

Name: HwanHeo

Type: User

Company: NCSoft

Bio: AI Researcher at NCSoft Research. Technical Research Personnel for Alternative Military Service. M.S. & B.S. in CS. Korea Univ. MLVLab Alumni

Location: Seoul, S. Korea

Blog: https://www.linkedin.com/in/hwan-heo-0905korea/

Hi there 👋

Python

PyTorch

TensorFlow

OpenCV

Open3D

Trimesh

nvdiffrast

🧐 Interested in

Computer Vision
Neural Radiance Fields a.k.a NeRF and Gaussian Splatting
Technical Blog:

💼 Experience

Position	Institution	Team	Duration	Responsibilities
AI Researcher	NCSoft	3D Generation Team	Feb 2024 - present	Accelerated 3D Generation via Multi-view 2D Diffusion
AI Researcher	NCSoft	Neural Rendering Team	Mar 2023 - Feb 2024	Neural Rendering scene in Graphic Engine
Research Intern	NAVER	AI Lab	Jul 2022 - Dec 2022	Robust Camera Pose Refinement for Multi-Resolution Hash Encoding [ICML '23]

🎓Education

Degree	Institution	Duration	Advisor
Master's degree in Computer Science & Engineering	Korea University	Sep 2020 - Feb 2023	Prof. Hyunwoo J. Kim
Bachelor's degree in Computer Science & Engineering	Korea University	Mar 2015 - Aug 2020	Prof. HeuiSeok Lim

📝Publications

Temporally Sparse Adversarial Perturbations on Videos IEEE Access 2021
Consistency Learning via Decoding Path Augmentation for Transformers in Human Object Interaction Detection CVPR 2022
Domain Generalization Emerges from Dreaming Preprint
Robust Camera Pose Refinement for Multi-Resolution Hash Encoding ICML 2023
Semantic-aware Occlusion Filtering Neural Radiance Fields in the Wild Preprint

🛠️ Projects

Object Detection for Diagnosis of Infectious Diseases
- Korea University and Korea University Guro Hospital (Aug 2020 - Jul 2022)
AI-based 3D Rendering in Game & Graphic Engine
- NCSoft Research (May 2023 - Dec 2023) Related Post (Korean)
Viser Viewer for 2D Gaussian Splatting
- Personal Project (May 2024 - June 2024) Project Link

HwanHeo's Projects

2d-gaussian-splatting

[SIGGRAPH'24] 2D Gaussian Splatting for Geometrically Accurate Radiance Fields

2d-gs-viser-viewer

Simple Viser Viewer for 2D Gaussian Splatting for Geometrically Accurate Radiance Fields

adversarial-attack-

depth2mesh

Textured Mesh Generator from RGB image & its correponding depth map generated by diffusion

diff-surfel-rasterization-mcmc

A differentiable rasterizer used in the project "2D Gaussian Splatting"

hwanhuh

lg_ai_lab

radiance-fields-from-vggsfm-mast3r

Gaussian Splatting from VGGSfM and Mast3r, and their comparison

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